LevinaLab
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evolution_dynamical_regime evolution_dynamical_regime Public
Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, abili…
Python 3
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burst-shape burst-shape Public
Data-driven burst shape analysis for functional phenotyping of neuronal cultures
Jupyter Notebook 1
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rnn_timescale_public rnn_timescale_public Public
Codes for training and analyzing RNNs to perform long-memory tasks with different curricula.
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spatial-branching-network spatial-branching-network Public
Codes for a branching network with spatial connectivity
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Repositories
- neuromodRNNs Public
- NetBurstDynamics Public
Fitting a simplified population bursting model to neural data. Code for Vinogradov et al. 2024.
- rnn_timescale_public Public
Codes for training and analyzing RNNs to perform long-memory tasks with different curricula.
- evolution_dynamical_regime Public
Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184
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